Better together: microbiome and histopathology for disease prediction
Histopathobiome – integrating histopathology and microbiome data via multimodal deep learning
MICCAI Workshop on Computational Pathology with Multimodal Data 2024
Agata Polejowska
Artificial intelligence
for gut‑brain health
Developing technologies for human health exploration and optimization, diseases prevention and treatment
Recent Work
PhD trajectory · 2025–2026
mllabiome
AI and microbiota data preprocessing framework (ML, DL, LLMs, XAI) for biological discovery and outcome prediction.
CureBench · NeurIPS 2025 🥉 🥈
curaive
Agentic workflows for adaptive, case-tailored precision therapeutics.
PhD trajectory · 2026
isvisible
Detection pipeline for intestinal spirochetosis in histopathology whole-slide images. is,intestinal spirochetosis, visible?
News
2026
Accepted to AI for Science European Summer School with travel grant
Selected to attend the AI for Science European Summer School in Athens, with Google DeepMind listed as a Platinum Sponsor.
AI for Science School → 2025Awarded 2nd and 3rd place in the NeurIPS 2025 CURE-Bench Competition
Received a travel grant to participate in the CURE-Bench workshop at NeurIPS 2025 after placing in two agentic AI reasoning tracks with curaive.
Computational Pathology Group → 2024Nominated among TOP 100 Women in Data Science in Poland
Recognized by Perspektywy Women in Tech Summit as a nominee in the Data Science Rising Star category.
Women in Tech Summit →Research
Seeing the invisible: microbes in human colon tissue
Spirochetosis detection in colon histopathology images via fine-tuning and boosting techniques using foundation models
Medical Imaging with Deep Learning 2024